Distribution network reconfiguration can improve the reliability and economy of power supply by changing the state of network switches. A multi-objective coordination optimized model of the distribution network reconfiguration with minimum network loss, minimum feeder load balancing index and the least number of switching operations is established. Each target is processed by fuzzy membership function. With the maximum and minimum rule of the fuzzy set theory, the multi-objective optimization problem is transformed into a single objective nonlinear programming problem. A Tabu algorithm is applied to solve the distribution network reconfiguration model. Four optimization schemes are compared by a 69 buses system. Simulation results show that the proposed model and solving method are correct and effective.